Fall Detection

Dataset Data Type Recommend Link
UR Fall Detection Dataset Depth data, RGB data, Accelerometer data ✔ http://fenix.univ.rzeszow.pl/~mkepski/ds/uf.html
Le2i Fall Detection Dataset RGB data ✔ https://drive.google.com/drive/folders/19KTp4-0Q4RL7MRsd0Gqxbt-1oKA-pbeY
Multiple Cameras Fall Dataset RGB data http://www.iro.umontreal.ca/~labimage/Dataset/
CIRL Fall Recognition RGB data http://www.derektanderson.com/fallrecognition/datasets.html
Fall Detection Dataset* RGB data (labeled video data, composed of UR, Le2i dataset, own dataset) https://visiongo.s3.ap-northeast-2.amazonaws.com/dataset/fd_video.zip

License Plate

Dataset Data Type Format Link
CCPD RGB data labeled in the file name https://github.com/detectRecog/CCPD
South Korea License Plate Detection Dataset* RGB data PASCAL VOC format https://visiongo.s3.ap-northeast-2.amazonaws.com/dataset/license_plate_detection.7z
South Korea License Plate Recognition Dataset* RGB data (single row, double row license plate) labeled in the file name https://visiongo.s3.ap-northeast-2.amazonaws.com/dataset/SK_plate_dataset.zip

Face Detection

Dataset Data Type Total Format Download
FDDB Dataset RGB data 2,845 Text file http://vis-www.cs.umass.edu/fddb/
WiderFace Dataset RGB data 32,203 PASCAL VOC http://shuoyang1213.me/WIDERFACE/

Masked Face

Dataset Data Type Total Format Detail Download
Kaggle Medical Mask Dataset (KMMD) Real masked face, labeled 1,148 PASCAL VOC https://www.kaggle.com/ivandanilovich/medical-masks-dataset-images-tfrecords https://www.kaggle.com/ivandanilovich/medical-masks-dataset-images-tfrecords/download
AIZOOTech Face Mask Detection Dataset Composed of WIDER Face and MAFA 7,971 PASCAL VOC https://github.com/AIZOOTech/FaceMaskDetection https://drive.google.com/file/d/1QspxOJMDf_rAWVV7AU_Nc0rjo1_EPEDW/view?usp=sharing
Face Mask Label Dataset (FMLD) Composed of WIDER Face and MAFA 32,012 PASCAL VOC https://github.com/borutb-fri/FMLD https://github.com/borutb-fri/FMLD/blob/main/FMLD_annotations.zip
Real World Masked Face Dataset Real masked face (Face only, Masked face and not masked face) 92,671 N/A https://github.com/X-zhangyang/Real-World-Masked-Face-Dataset https://drive.google.com/open?id=1UlOk6EtiaXTHylRUx2mySgvJX9ycoeBp
MaskedFace-Net Dataset Simulated masked face (Face only, Correctly masked face and Incorrectly Masked Face) 133,783 N/A https://github.com/cabani/MaskedFace-Net https://esigelec-my.sharepoint.com/personal/cabani_esigelec_fr/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fcabani_esigelec_fr%2FDocuments%2FMaskedFaceNetDataset

Hand Dataset

Datase Synthetic Link
Hands with Manual Keypoint Annotations http://domedb.perception.cs.cmu.edu/handdb.html
Hands from Synthetic Data ✔ http://domedb.perception.cs.cmu.edu/handdb.html
Rendered Handpose Dataset ✔ https://lmb.informatik.uni-freiburg.de/resources/datasets/RenderedHandposeDataset.en.html

Portrait Segmentation

Dataset Recommend Detail Resolution Total Trainset Testset Download
Automatic Portrait Matting ✔ One person/pic 600×800 2,000 1,700 300 http://www.cse.cuhk.edu.hk/~leojia/projects/automatting/

Human Parsing

Dataset Person/pic Recommend Total Trainset Valset Testset Detail classes Download
PASCAL Person Part 2.2 3,533 1,716 N/A 1,817 no distinction between left and right limbs 7 http://liangchiehchen.com/data/pascal_person_part.zip
PASCAL Person Part revision - ✔ 3,589 TBD TBD TBD without neck 14 https://drive.google.com/file/d/1bA4tGXU7jOUENqNjWg_zSenp_lA-l6ZA/view?usp=sharing
MHP 3 4,980 3,000 1,000 980 many clothing labels 19 https://lv-mhp.github.io/dataset
ATR 1 17,700 16,000 700 1,000 many clothing labels 18 https://drive.google.com/drive/folders/1_RR7FZpnPFIV5gtjLydV0MelI_N1gywW
CIHP 3.4 38,280 28,280 5,000 5,000 many clothing labels 20 https://drive.google.com/drive/folders/1pSj0ypjjqEhE_ti9fc2qDkpxTQUc9BL1
Look in Person (LIP) 1 ✔ 50,462 3,0462 1,0000 1,0000 many clothing labels 19 https://lip.sysuhcp.com/overview.php
Unite the People 1 8,515 5,703 1,423 1,389 31 body parts 31 https://files.is.tuebingen.mpg.de/classner/up/